Image Captioning on nocaps out-of-domain

Metric: METEOR (higher is better)

LeaderboardDataset

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Results

#	Model↕	METEOR▼	Extra Data	Paper	Date↕	Code
1	PaLI	30.99	No	PaLI: A Jointly-Scaled Multilingual Language-Ima...	2022-09-14	Code
2	GIT, Single Model	30.45	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
3	CoCa - Google Brain	30.18	No	-	-	-
4	GIT2, Single Model	30.15	No	GIT: A Generative Image-to-text Transformer for ...	2022-05-27	Code
5	Microsoft Cognitive Services team	28.17	No	VIVO: Visual Vocabulary Pre-Training for Novel O...	2020-09-28	-
6	FudanFVL	28.13	No	-	-	-
7	Single Model	27.91	No	SimVLM: Simple Visual Language Model Pretraining...	2021-08-24	Code
8	FudanWYZ	27.75	No	-	-	-
9	firethehole	27.39	No	-	-	-
10	Human	26.83	No	-	-	-
11	IEDA-LAB	25.55	No	-	-	-
12	vll@mk514	24.5	No	-	-	-
13	icgp2ssi1_coco_si_0.02_5_test	24.01	No	-	-	-
14	ViTCAP-CIDEr-136.7-ENC-DEC-ViTbfocal10-test-CBS	23.88	No	-	-	-
15	MD	23.79	No	-	-	-
16	evertyhing	23.69	No	-	-	-
17	VinVL (Microsoft Cognitive Services + MSR)	23.55	No	VinVL: Revisiting Visual Representations in Visi...	2021-01-02	Code
18	vinvl_yuan_cbs	22.18	No	-	-	-
19	RCAL	22.04	No	-	-	-
20	Oscar	21.73	No	-	-	-
21	UpDown-C	21.73	No	-	-	-
22	cxy_nocaps_training	21.65	No	-	-	-
23	Xinyi	21.57	No	-	-	-
24	camel XE	21.55	No	-	-	-
25	UpDown + ELMo + CBS	20.88	No	-	-	-
26	7_10-7_40000_predict_test.json	19.95	No	-	-	-
27	Neural Baby Talk + CBS	19.04	No	-	-	-
28	Neural Baby Talk	18.31	No	-	-	-
29	nocaps_training	18.29	No	-	-	-
30	UpDown	18.29	No	-	-	-
31	Check	17.94	No	-	-	-
32	B2	17.48	No	-	-	-
33	area_attention	17.43	No	-	-	-
34	YX	17.2	No	-	-	-
35	Yu-Wu	16.97	No	-	-	-
36	CS395T	16.19	No	-	-	-
37	coco_all_19	16.07	No	-	-	-